Задачи
•Build reliable production AI systems rather than train models from scratch.
Требования
•Experience with Python 3.12+, FastAPI, asyncio, WebSocket, and REST APIs, or strong engineering experience in one of the listed alternative language backgrounds
•AWS Bedrock experience is required, or familiarity with Anthropic Claude API, OpenAI API, Google Gemini API, Vertex AI, or similar
•Experience with streaming APIs, tool/function calling, and multi-step agent workflows
•Familiarity with RAG, MCP, prompt engineering, context enrichment, conversation history management, and external API integrations
•Basic understanding of transformer architecture and attention mechanisms, tokenization, embeddings, context windows, and data pipeline fundamentals
•Experience with automated testing, mocking external services, LLM evaluations, and guardrails
•Familiarity with Docker, CI/CD, AWS, and Kubernetes/Helm
Nice to have
•gRPC, real-time audio streaming, Gemini Live, ElevenLabs TTS/STT, AWS Connect, DynamoDB, MQTT, and IoT integrations
Условия
No conditions specified
